Companies are overspending on AI infrastructure

Many companies are rushing to buy new AI equipment without having a clear plan. They often switch providers every few months to chase better technology. This leads to wasted money because they do not track their actual usage.

Most GPUs sit idle for half the time. Only a small group of businesses knows exactly how much their AI projects cost to operate. They are choosing tools based on convenience instead of real financial data.

Managers need better ways to track their spending. Without clear numbers, companies will keep paying for capacity they never use. It is time for businesses to focus on efficiency before they buy more hardware.